Introduction to Python in Earth Science Data Analysis : From Descriptive Statistics to Machine Learning
2021 ed.
Book Details
Format
Paperback / Softback
ISBN-10
3030780570
ISBN-13
9783030780579
Edition
2021 ed.
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Sep 17th, 2022
Print length
229 Pages
Weight
388 grams
Dimensions
15.50 x 23.40 x 2.20 cms
Product Classification:
Probability & statisticsEarth sciencesComputer modelling & simulation
Ksh 9,900.00
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This textbook introduces the use of Python programming for exploring and modelling data in the field of Earth Sciences.
This textbook introduces the use of Python programming for exploring and modelling data in the field of Earth Sciences. It drives the reader from his very first steps with Python, like setting up the environment and starting writing the first lines of codes, to proficient use in visualizing, analyzing, and modelling data in the field of Earth Science. Each chapter contains explicative examples of code, and each script is commented in detail. The book is minded for very beginners in Python programming, and it can be used in teaching courses at master or PhD levels. Also, Early careers and experienced researchers who would like to start learning Python programming for the solution of geological problems will benefit the reading of the book.
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